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'house of cards table' by mauricio arruda
explicit
Mechanics
Causality
remove
Remove the 5 of spades card from the structure.
[ { "answer": "No", "box": { "height": 560.9180035650623, "width": 445.8110516934047, "x": 0.11558792796111962, "y": 466.24174810990223 }, "question": "Is a 5 of spades card present within the annotated region?" }, { "answer": "Yes", "box": { "height": 1018.95...
results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0047_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
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results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0047_'house of cards table' by mauricio arruda_Mechanics_Causality_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0046_'house of cards table' by mauricio arruda_Mechanics_Causality_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0046_Remove_the_front-left_vertical_support_cardthe_5_of_spadesfrom_the_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The tabletop appears level; it doesn’t tilt toward the front-left corner.", "ground_truth_answer": "Ye...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The glass top appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes"...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No—the glass top appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Yes",...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It appears level rather than tilted toward the front-left corner.", "ground_truth_answer": "Yes", ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The glass tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": "Ye...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left co...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left cor...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left co...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. It only looks tilted because of the perspective and the angled playing-card supports; the glass top is l...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": false, "answer": "No. The glass tabletop appears level, not tilted toward the front-left corner.", "ground_truth_answer": ...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is a 5 of spades card present within the annotated region?" }, { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Is the glass tabletop tilted toward the front-left co...
0a3797ae05224b11c2d22eda227d376e
explicit
Optics
Refraction
remove
Remove the water from the glass cup.
[ { "answer": "No", "box": { "height": 235.39035597238362, "width": 180.6764455574513, "x": 0, "y": 651.0579198896858 }, "question": "Does the shadow contain caustic streaks?" }, { "answer": "No", "box": { "height": 705.8482866160331, "width": 525.204276...
results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0804_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0804_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0803_0a3797ae05224b11c2d22eda227d376e_Optics_Refraction_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0803_In_the_photo_of_a_clear_glass_tumbler_on_a_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The glass’s curved, thick bottom refracts the light, so the lower half of the ball appears compressed/magnified—i.e., geo...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass and water refract light, so the submerged lower half appears magnified and slightly shifted, creating ge...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass (and water, if present) refracts light, so the lower half of the ball appears shifted and slightly magni...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The submerged half is viewed through curved glass and water, so refraction at those interfaces distorts it—shifting it upw...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass refracts the light, so the lower half of the ball appears warped/magnified compared to the part above th...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass (and the liquid) refracts light, acting like a cylindrical lens. That changes magnification and bends ra...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": true, "answer": "No. Through the (nearly) parallel walls of the glass and water, the light rays are bent but emerge parallel to their original d...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "The ball itself isn’t distorted, but its image is. The curved, thick glass refracts the light, causing optical distortion (mag...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved wall of the glass acts like a lens, refracting the light from the ball and making the lower half appear slightly...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved glass and water refract light, so the lower half of the ball appears shifted and magnified compared to the par...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half looks compressed/magnified because the curved glass (and any water) refracts light like a lens, distorting...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The lower half looks warped due to refraction through the curved, thicker bottom of the glass.", "ground_truth_answer":...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved wall of the glass acts like a cylindrical lens, so refraction bends the light from the lower half of the ball ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": true, "answer": "No. The glass wall has (nearly) parallel inner and outer surfaces, so the refraction as light enters and then exits cancels out...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved, thick bottom of the glass acts like a lens, refracting light and altering magnification, so the lower half of...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the shadow contain caustic streaks?" }, { "Correction": false, "answer": "Yes. The curved, thick bottom of the glass refracts the view, making the lower half of the tennis ball appear slightly magnifi...
0c5d96e6740444b32e1e673add56f02a
explicit
Optics
Refraction
remove
Remove the tulips from the scene.
[ { "answer": "No", "box": { "height": 462.5911330049261, "width": 119.4679802955665, "x": 692.5911330049261, "y": 462.5911330049261 }, "question": "Is any part of a tulip inside the cylindrical glass?" }, { "answer": "No", "box": { "height": 231.9901477832512...
results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/0781_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/0781_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/0780_0c5d96e6740444b32e1e673add56f02a_Optics_Refraction_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/0780_Remove_every_part_of_the_tulips_from_the_sceneflowers_stems_512x512_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": false, "answer": "Yes. The tulip’s stem is inside the glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tu...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" }, ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes. The tulip’s stem/leaves are inside the glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part...
[ { "Correction": false, "answer": "Yes. The tulip’s stem is inside the glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tu...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": true, "answer": "No. There is no visible tulip inside the glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No. There is no tulip inside the glass sphere.", "ground_truth_answer...
[ { "Correction": false, "answer": "Yes. A tulip flower is inside the tall cylindrical glass.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is a...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" },...
[ { "Correction": true, "answer": "No. The tulip you see is just a distorted view/reflection through the glass; no part of it is inside.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": true, "answer": "No.", "ground_t...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the round glass sphere?" ...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is any part of a tulip inside the cylindrical glass?" }, { "Correction": false, "answer": "I can’t tell—there’s no visible glass sphere or tulip in the image.", "ground_truth_answer": "No", "question...
1
explicit
Optics
Reflection
remove
Remove the vase with flowers from the table.
[ { "answer": "No", "box": { "height": 260.5736782902137, "width": 317.0697412823397, "x": 228.63987044722856, "y": 420.2750475156122 }, "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "answer": "No", "box": { "hei...
results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1194_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1194_1_Optics_Reflection_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1193_1_Optics_Reflection_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1193_Erase_the_round_ribbed_clear_glass_vase_filled_with_small_608x416_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": false, "answer": "Yes", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" ...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "q...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" ...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", ...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" ...
[ { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?"...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "q...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" },...
[ { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Is there a round clear glass vase?" }...
[ { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Does the table surface contain a reflection of the round clear glass vase?" }, { "Correction": true, "answer": "No. I don’t see a round clear glass vase in the image.", "ground_truth_answer": "No", "q...
10
explicit
Optics
Light_Propagation
remove
Remove the car from the image.
[ { "answer": "Yes", "box": { "height": 256.84113300492606, "width": 722.0628078817733, "x": 266.7894088669952, "y": 190.9347290640394 }, "question": "Does the annotated region contain exactly zero car instances?" }, { "answer": "No", "box": { "height": 415.08...
results/PhysEdit_results/PICABench_Seedream_Edits_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_GPT_Image_Edits_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_Gemini_Edits_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_qwenimg_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_12k_lora256ema_explicit_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1036_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_005_kontext_8k_lora256ema_explicit_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_flux_kontext_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_009_kontext_10k_lora256ema_explicit_double/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_stepedit_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1036_10_Optics_Light_Propagation_remove.jpg
results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1035_10_Optics_Light_Propagation_remove_edited.png
results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1035_Erase_the_entire_red_vintage_convertible_and_its_driver_from_416x608_t64_cfg2.5_cfgimg4.0_edit_remove.png
Processed_N/A
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Short answer: it depends on what you call “shadow.”\n\n- If shadow means any dimming (penumbra), then yes:...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Shadows from tree branches and leaves are dappled and broken, with many light gaps and soft penumbras. ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Tree-branch shadows are dappled and irregular; they break up and vary in intensity rather than forming ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes.", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. The shadow from tree branches is usually a dappled pattern of overlapping light and dark patches. It o...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes. The tree-branch shadows align to form one continuous diagonal band.", "ground_truth_answer": "No"...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes—at a distance, the many penumbras from thousands of leaves/branches overlap and their “envelope” looks...
[ { "Correction": false, "answer": "No", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "- At any instant: No. The shadow from branches is a web with sunlit gaps, not a single continuous band.\n- ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No. Tree-branch shadows are dappled—patchy bits of shade and sun—so they don’t make a continuous band unles...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes. The tree-branch shadows merge to form a continuous dark band across the road.", "ground_truth_ans...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" }...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": false, "answer": "Yes.", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "Usually no. Sunlight comes from an extended disk, and the gaps between leaves/branches act like many small ...
[ { "Correction": true, "answer": "Yes", "ground_truth_answer": "Yes", "question": "Does the annotated region contain exactly zero car instances?" }, { "Correction": true, "answer": "No", "ground_truth_answer": "No", "question": "Do tree-branch shadows form a continuous band?" },...
1000
explicit
Optics
Light_Propagation
remove
Remove the statue of the child holding grapes.
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"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1061_1000_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1061_1000_Optics_Light_Propaga(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1061_1000_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1060_1000_Optics_Light_Propagation_(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1060_Delete_the_entire_rightforeground(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No. There’s no marble statue visible in the image.","ground_truth_an(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the marble statue of (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the marble statue of (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the marble statue of (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the marble statue of a (...TRUNCATED)
11
explicit
Optics
Light_Propagation
move
Move the ladder to the left.
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Processed_N/A
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","question":"Is the base of the leanin(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No. The base is out of the frame.","ground_truth_answer":"Yes","quest(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No","ground_truth_answer":"Yes","question":"Is the base of the leanin(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the base of the leani(...TRUNCATED)
14
explicit
Optics
Light_Propagation
move
Move the glass to the left end of the table.
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Processed_N/A
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No. The shadow falls toward the upper-left, not the lower-right.","gr(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":true,"answer":"Yes.","ground_truth_answer":"Yes","question":"Is the glass's shadow ca(...TRUNCATED)
[{"Correction":false,"answer":"No. The shadow falls toward the lower-left.","ground_truth_answer":"Y(...TRUNCATED)
144
explicit
Optics
Reflection
remove
Remove the white bowl from the table.
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results/PhysEdit_results/PICABench_ovis_u1_explicit/output_img/1191_Optics_Reflection_remove.jpg
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"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1190_Remove_the_white_ceramic_bowl_pos(...TRUNCATED)
Processed_N/A
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is the reflection of the w(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is the reflection of the(...TRUNCATED)
[{"Correction":false,"answer":"Yes","ground_truth_answer":"No","question":"Is the reflection of the (...TRUNCATED)
15
explicit
Optics
Light_Propagation
remove
Remove the statue of Buddha.
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"results/PhysEdit_results/PICABench_hidream_e1_explicit/output_img/1025_15_Optics_Light_Propagation_(...TRUNCATED)
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"results/PhysEdit_results/PICABench_bagel_think_explicit/output_img/1025_15_Optics_Light_Propagation(...TRUNCATED)
"results/PhysEdit_results/PICABench_bagel_nothink_explicit/output_img/1025_15_Optics_Light_Propagati(...TRUNCATED)
"results/PhysEdit_results/PICABench_omnigen2_explicit/output_img/1025_15_Optics_Light_Propagation_re(...TRUNCATED)
"results/PhysEdit_results/PICABench_uniworld_explicit/output_img/1024_15_Optics_Light_Propagation_re(...TRUNCATED)
"results/PhysEdit_results/PICABench_DIMOO_explicit/output_img/1024_Remove_the_entire_golden_standing(...TRUNCATED)
Processed_N/A
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":false,"answer":"Yes.","ground_truth_answer":"No","question":"Is a standing golden Bud(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No. The niche appears empty; there is no standing golden Buddha statue(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
[{"Correction":true,"answer":"No.","ground_truth_answer":"No","question":"Is a standing golden Buddh(...TRUNCATED)
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